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Natural Language Processing with Classification and Vector Spaces(으)로 돌아가기

deeplearning.ai의 Natural Language Processing with Classification and Vector Spaces 학습자 리뷰 및 피드백

3,521개의 평가

강좌 소개

In Course 1 of the Natural Language Processing Specialization, you will: a) Perform sentiment analysis of tweets using logistic regression and then naïve Bayes, b) Use vector space models to discover relationships between words and use PCA to reduce the dimensionality of the vector space and visualize those relationships, and c) Write a simple English to French translation algorithm using pre-computed word embeddings and locality-sensitive hashing to relate words via approximate k-nearest neighbor search. By the end of this Specialization, you will have designed NLP applications that perform question-answering and sentiment analysis, created tools to translate languages and summarize text, and even built a chatbot! This Specialization is designed and taught by two experts in NLP, machine learning, and deep learning. Younes Bensouda Mourri is an Instructor of AI at Stanford University who also helped build the Deep Learning Specialization. Łukasz Kaiser is a Staff Research Scientist at Google Brain and the co-author of Tensorflow, the Tensor2Tensor and Trax libraries, and the Transformer paper....

최상위 리뷰


2020년 7월 17일

One of the best introductions to the fundamentals of NLP. It's not just deep learning, fundamentals are really important to know how things evolved over time. Literally the best NLP introduction ever.


2021년 5월 24일

Great Course,

Very few courses where Algorithms like Knn, Logistic Regression, Naives Baye are implemented right from Scratch . and also it gives you thorough understanding of numpy and matplot.lib

필터링 기준:

Natural Language Processing with Classification and Vector Spaces의 725개 리뷰 중 176~200

교육 기관: Ssemambya O

2020년 9월 20일

The course is well explained and Understandable. It's the best choice for anyone starting out in Natural Language Processing.

교육 기관: Leonardo G C

2020년 8월 20일

Excelent lectures, ideal for people who wants to learn NLP from the basics. The coding assignments were very well structured.

교육 기관: Andrei N

2020년 7월 11일

A thoughtfully structured course that leads through fundamental approaches and methods in NLP developing a deeper intuition.

교육 기관: Faisal R

2021년 9월 23일

I learned many new tecnhiques from this course, this course is very percisely explain with practically lab implementation.

교육 기관: Matheus S

2021년 3월 1일

I love the pace adopted. Math concepts were clearly explained, and the instructors were great. Can wait for the next one!

교육 기관: Anna K

2020년 11월 29일

I particularly liked the assignments as they focus on really interesting points regarding both theory and implementation.

교육 기관: Rafael A

2020년 12월 11일

Very well structure course with deep concepts and jupyter notebooks for helping us understand the concepts in practice.

교육 기관: Ufuk H

2021년 5월 9일

Well designed, comprehensive and clear. I strongly advice to anyone interested in NLP or want to improve their skills.

교육 기관: Shaohui C

2021년 1월 17일

A great course explained concepts clearly. More sophisticated examples or assignments maybe help to understand better.

교육 기관: Sean C

2020년 6월 22일

Videos well explained, coding a little bit challenging, learning experience perfect!

[sentiment analysis: Positive] :)

교육 기관: Aryalakshmi N

2021년 1월 16일

Good Introduction to NLP with classification and vector spaces. Course videos and lab assignments are really useful.

교육 기관: i170008 A A

2021년 8월 4일

Everything was explained really well and got to learn a lot of things, and also polished a few skills I already knew

교육 기관: Abhishek S

2020년 7월 28일

The course is well aligned and assignments are really good. It gave me a lot of exposure to the theoretical concepts

교육 기관: vishal b

2021년 3월 28일

Course is amazing . Learned concepts like word embeddings, LSH and word translation . All the labs are also amazing

교육 기관: Zoltan S

2020년 7월 8일

A well structured course covering some of the basics. Looking forward to the other 3 courses in the specialization.

교육 기관: Thomas S

2021년 3월 23일

A great introduction to NLP using basic probabilistic model with great intuition buildup for vector spaces in NLP.

교육 기관: Sunil K J S

2020년 8월 27일

Concepts are explained in a highly structured manner. The assignments help in verifying how much we have learned.

교육 기관: Dhanuka R M

2020년 7월 29일

Was a great course. Instructors were very clear. Assignments are good. Not very hard but not really easy either.

교육 기관: Meng

2021년 3월 30일

Lab sections are very helpful! Topics are very interesting & useful, especially the locality sensitive hashing!

교육 기관: Juan S P V

2020년 7월 30일

This course is very important if you want to start study NLP, it is intutively and with huge among of contents.

교육 기관: Albeiro d J E P

2020년 11월 14일

One of the best NLP courses with a wonderful NLP introduction! Thank you so much Coursera and!

교육 기관: Ochilov T

2020년 8월 16일

Very structured course. I highly recommend and mentors are really knowlegeable. I build good intution into NLP

교육 기관: MAYANK S

2021년 5월 19일

Loved the way how everything is taught from scratch using numpy. Thank you for creating such wonderful course

교육 기관: AKHIL S

2020년 8월 14일

Great course!! I love all the courses fro Amazing lectures and fabulous notebooks. HatsOFF

교육 기관: Sebastian

2022년 4월 11일

Very detailed explanations and nice training exercises to implement what one has learned in the lectures.